Advanced Metal Research

Advanced Metal Research is a Y Combinator (Spring 2026) company based in Los Angeles building machine intelligence for American welding. The company develops American-made robotic welding cells that pair computer vision with real-time seam tracking and post-weld inspection, turning welding from a scarce manual craft into a closed-loop manufacturing system that learns from every weld as it happens. Founded in 2025 by Julian Fried, Stephen Lin, and Angus Muffatti, it targets the projected shortage of skilled welding professionals across US industrial manufacturing. The company is early-stage and hardware-focused; it does not currently publish a public developer API, SDKs, or API documentation.

Advanced Metal Research is profiled on the APIs.io network. Tagged areas include Company, Robotics, Welding, Manufacturing, and Computer-Vision.

🌐 Visit website 📡 Source on GitHub

5.0/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

0 APIs

Company Robotics Welding Manufacturing Computer-Vision Industrial Automation HardwareMachine IntelligenceY Combinator

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 5.0/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 0.0 / 20

Access Clarity 0.0 / 20

Operational Transparency 0.0 / 13

Contract Governance 0.0 / 12

Discoverability 5.0 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Advanced Metal Research Domain Security

TLSv1.3

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Source (apis.yml)

aid: advanced-metal-research
name: Advanced Metal Research
description: Advanced Metal Research is a Y Combinator (Spring 2026) company based in Los Angeles building machine intelligence
  for American welding. The company develops American-made robotic welding cells that pair computer vision with real-time
  seam tracking and post-weld inspection, turning welding from a scarce manual craft into a closed-loop manufacturing system
  that learns from every weld as it happens. Founded in 2025 by Julian Fried, Stephen Lin, and Angus Muffatti, it targets
  the projected shortage of skilled welding professionals across US industrial manufacturing. The company is early-stage and
  hardware-focused; it does not currently publish a public developer API, SDKs, or API documentation.
url: https://raw.githubusercontent.com/api-evangelist/advanced-metal-research/refs/heads/main/apis.yml
deliveryModel:
  model: unknown
  open_source: false
  commercial: false
  callable_host: false
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - none
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://advancedmetalresearch.com/amr-logo.svg
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-17'
tags:
- Company
- Robotics
- Welding
- Manufacturing
- Computer-Vision
- Industrial Automation
- Hardware
- Machine Intelligence
- Y Combinator
tags_raw:
- Company
- Robotics
- Welding
- Manufacturing
- Computer Vision
- Industrial Automation
- Hardware
- Machine Intelligence
- Y Combinator
apis: []
common:
- type: DomainSecurity
  url: security/advanced-metal-research-domain-security.yml
- type: Website
  url: https://advancedmetalresearch.com/
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

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